Nature Genetics Review Tackles AI Generalization in Regulatory Genomics
A recent Nature Genetics review highlights the generalization challenges of AI models in regulatory genomics across different genetic variants and cellular contexts. The authors emphasize that perturbation data is crucial for fixing out-of-distribution generalization and improving model interpretability.
2026-07-27 ~ 2026-07-28 · 3 related posts
- Nature Genetics review maps AI for regulatory genomics from OOD to interpretability — mo_lotfollahi · 2026-07-27
- New review surveys interpretable and generalizable AI for regulatory genomics — anshulkundaje · 2026-07-27
- Review argues perturbation data is key to fixing seq-to-func genomics models — anshulkundaje · 2026-07-28